Yes, you can use dask’s lower level APIs, like futures [0] or dask delayed, and it’ll just pickle the python objects. Dask provides a group of collections APIs, like dataframes [1] and arrays that use more efficient serialization methods.

[0]https://docs.dask.org/en/latest/futures.html

[1]https://docs.dask.org/en/latest/dataframe.html